On asymptotic properties of a constant-step-size sign-error algorithm for adaptive filtering
文献类型:期刊论文
作者 | Yin, G; Chen, HF |
刊名 | SCIENCE IN CHINA SERIES F
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出版日期 | 2002-10-01 |
卷号 | 45期号:5页码:321-334 |
关键词 | sign-error algorithm constant step size weak convergence rate of convergence diffusion limit |
ISSN号 | 1009-2757 |
英文摘要 | This work is devoted to asymptotic properties of a sign-error adaptive filtering algorithm with constant step size. Under much weaker conditions than those that appear in the literature, we obtain convergence and rate of convergence by using weak convergence methods. An example is provided to demonstrate the performance of the algorithm. |
WOS研究方向 | Computer Science |
语种 | 英语 |
WOS记录号 | WOS:000178449900001 |
出版者 | SCIENCE CHINA PRESS |
源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/16920] ![]() |
专题 | 中国科学院数学与系统科学研究院 |
通讯作者 | Chen, HF |
作者单位 | 1.Chinese Acad Sci, Acad Math & Syst Sci, Inst Syst Sci, Lab Syst & Control, Beijing 100080, Peoples R China 2.Wayne State Univ, Dept Math, Detroit, MI 48202 USA |
推荐引用方式 GB/T 7714 | Yin, G,Chen, HF. On asymptotic properties of a constant-step-size sign-error algorithm for adaptive filtering[J]. SCIENCE IN CHINA SERIES F,2002,45(5):321-334. |
APA | Yin, G,&Chen, HF.(2002).On asymptotic properties of a constant-step-size sign-error algorithm for adaptive filtering.SCIENCE IN CHINA SERIES F,45(5),321-334. |
MLA | Yin, G,et al."On asymptotic properties of a constant-step-size sign-error algorithm for adaptive filtering".SCIENCE IN CHINA SERIES F 45.5(2002):321-334. |
入库方式: OAI收割
来源:数学与系统科学研究院
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